Cover Image

Enterprise Benchmarks for Large Language Model Evaluation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Bing, Takeuchi, Mikio, Kawahara, Ryo, Asthana, Shubhi, Hossain, Md. Maruf, Ren, Guang-Jie, Soule, Kate, Zhu, Yada
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Computational Engineering, Finance, and Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluation and Benchmarking Suite for Financial Large Language Models and Agents
by: Lin, Shengyuan, et al.
Published: (2026)

Evaluating Large Language Models (LLMs) in Financial NLP: A Comparative Study on Financial Report Analysis
by: Mohsin, Md Talha
Published: (2025)

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
by: Yang, Yuzhe, et al.
Published: (2024)

Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models
by: Wu, Xiaojun, et al.
Published: (2024)

FinDocMRE: A Benchmark for Document-Level Financial Multimodal Reasoning Evaluation
by: Zhu, Jiayong, et al.
Published: (2026)

Benchmarking Large Language Models for Polymer Property Predictions
by: Gupta, Sonakshi, et al.
Published: (2025)

Smart Contracts, Smarter Payments: Innovating Cross Border Payments and Reporting Transactions
by: Mridul, Maruf Ahmed, et al.
Published: (2024)

From Text to Returns: Using Large Language Models for Mutual Fund Portfolio Optimization and Risk-Adjusted Allocation
by: Hossain, Abrar, et al.
Published: (2025)

No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks
by: Hu, Gang, et al.
Published: (2024)

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models
by: Kuang, Ziyan, et al.
Published: (2025)

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
by: Huang, Jimin, et al.
Published: (2024)

BEMEval-Doc2Schema: Benchmarking Large Language Models for Structured Data Extraction in Building Energy Modeling
by: Jia, Yiyuan, et al.
Published: (2026)

AI-Trader: Benchmarking Autonomous Agents in Real-Time Financial Markets
by: Fan, Tianyu, et al.
Published: (2025)

LaMP-Val: Large Language Models Empower Personalized Valuation in Auction
by: Sun, Jie, et al.
Published: (2024)

BizCompass: Benchmarking the Reasoning Capabilities of LLMs in Business Knowledge and Applications
by: Hao, Jianing, et al.
Published: (2026)

AFBench: A Large-scale Benchmark for Airfoil Design
by: Liu, Jian, et al.
Published: (2024)

StockGenChaR: A Study on the Evaluation of Large Vision-Language Models on Stock Chart Captioning
by: Qiu, Le, et al.
Published: (2024)

NumLLM: Numeric-Sensitive Large Language Model for Chinese Finance
by: Su, Huan-Yi, et al.
Published: (2024)

MFMDQwen: Multilingual Financial Misinformation Detection Based on Large Language Model
by: Liu, Zhiwei, et al.
Published: (2026)

MMFCTUB: Multi-Modal Financial Credit Table Understanding Benchmark
by: Yakun, Cui, et al.
Published: (2026)

FinBen: A Holistic Financial Benchmark for Large Language Models
by: Xie, Qianqian, et al.
Published: (2024)

IdeaBench: Benchmarking Large Language Models for Research Idea Generation
by: Guo, Sikun, et al.
Published: (2024)

All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection
by: Jiang, Yuechen, et al.
Published: (2026)

Connectomics Informed by Large Language Models
by: Thompson, Elinor, et al.
Published: (2025)

INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
by: Li, Haohang, et al.
Published: (2024)

Design and Implementation of Fixtures for Milling,Shaping and Drilling Operations
by: Newaz, Abdullah Al Hossain, et al.
Published: (2025)

DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering
by: Li, Yinsheng, et al.
Published: (2025)

RoadBench: A Vision-Language Foundation Model and Benchmark for Road Damage Understanding
by: Xiao, Xi, et al.
Published: (2025)

QuantBench: Benchmarking AI Methods for Quantitative Investment
by: Wang, Saizhuo, et al.
Published: (2025)

Using Large Language Models for Solving Thermodynamic Problems
by: Loubet, Rebecca, et al.
Published: (2025)

Finetuning Large Language Model as an Effective Symbolic Regressor
by: Hua, Yingfan, et al.
Published: (2025)

Tokenizing Stock Prices for Enhanced Multi-Step Forecast and Prediction
by: Zhu, Zhuohang, et al.
Published: (2025)

Fin-RATE: A Real-world Financial Analytics and Tracking Evaluation Benchmark for LLMs on SEC Filings
by: Jiang, Yidong, et al.
Published: (2026)

FLAME: Financial Large-Language Model Assessment and Metrics Evaluation
by: Guo, Jiayu, et al.
Published: (2025)

Constructing Mechanical Design Agent Based on Large Language Models
by: Lu, Jiaxing, et al.
Published: (2024)

PINNsAgent: Automated PDE Surrogation with Large Language Models
by: Wuwu, Qingpo, et al.
Published: (2025)

TaxAI: A Dynamic Economic Simulator and Benchmark for Multi-Agent Reinforcement Learning
by: Mi, Qirui, et al.
Published: (2023)

A Dutch Financial Large Language Model
by: Noels, Sander, et al.
Published: (2024)

Developing an ESG-Oriented Large Language Model through ESG Practices
by: Assis, Gabriel, et al.
Published: (2026)

Agent-Based Simulation of a Financial Market with Large Language Models
by: Hashimoto, Ryuji, et al.
Published: (2025)